Description changed: added the notice about future versions of library.
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First bug is a result of merging different versions of CNN used in my experements.
Compatibility with Matlab 2010 issue fixed (Thanks to Silvio Filipe).
In this case you'll not notice it in gui.
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Use fopen to generate a valid file identifier.
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New version coming soon.
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Nikolay Chumerin (view profile).
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In the new version I'll fix these bugs.
Actually I had a plans to adapt this to face recognition, but unfortunately there're still only plans, because now I have absolutely no time to develop it.
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Simple GUI, visualising digits recognition.
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I'm going to put new release of the lib which will contain example with faces and would be more convenient to use with various data.
CUDA version, which is on bitbucket repository.
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Dependency from NN toolbox removed.
Xiaolei Hu (view profile).
Eliud Gonzalez (view profile).
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How can I train the cnn with the features extracted from the images instead of the images themselves?
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As far as I understand you did 1 epoch.
Yifei Wu (view profile).
If you interested in training you should open train_cnn.
Does anybody know whether the latest Matlab has changed its NN toolbox so CNN can be implemented?
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Where should I change?
Is it possible to train using color images?
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Aron Sceidt (view profile).
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However, the version from Nikolay Chumerin can be trained using color patches.
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Atanasko Atanasov (view profile).
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Silvio Filipe (view profile).
Error in tansig_mod (line 64).
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How to Download and Install Eclipse Oxygen on Windows 10.
Can anyone help me?
This submission is an asset for computer vision Matlab community.
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This Eclipse IDE for Java EE Developers tool can provide you with all the tools that you need in order to generate your own applications from pure Java code.
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Undefined function or variable 'boiler_transfer'.
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Murugesan Thangavel (view profile).
Ability to choose from 3 training modes added.
Thanks a lot for the valuable comment.
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Mridusmita Sharma (view profile).
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Bo Hu (view profile).
If you change it to 1, gui progress bar will show the hessian recomputation.
This is a great job.
Regarding several last questions.
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The CUDA driver could not be loaded.
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Java and its primary use is for developing Java applications.
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Does it means that the connections from different feature maps of a previous layer to a particular feature map of the next layer have the same weights?
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Full training cycle needs about 10 epochs on full training set with progressively decreasing theta.
Xiaolei Hu: As far as I know there's no support of Conv Nets in latest Matlab NN Toolbox.
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CNN training in Matlab.
What can i do if i open train_cnn.
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Or maybe, I misunderstand something?
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How do I go about doing so?
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So I'd advice to look closely on preprocessing algorithms and try to make architecture similar to face detection papers advices.
However I apply CNN to different task with my own image set.
Thanks, when training the CNN, how do i save it, or it saves itself?
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I've attempted to get this working on face recognition but without success.
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Sebastien PARIS (view profile).
Because Java is platform neutral, it is a simple process of just.
What is Eclipse Oxygen?
Perf, num_dec which are found with cnet object in the form of cnet.
How to solve it?
Binary JAR file downloads of the JDBC driver are available here.
But I need a week or two more to finalize it since I do it in my free time.
I'm going to remove the dependencies from NN toolbox in next release, which I'm trying to finalize now.
Can someone point me in the right direction?
CNN is saved to workspace variable sinet.
In this pure matlab version there's no max pooling.
Trained network for experements.
Choose a web site to get translated content where available and see local events and offers.
Eliud Gonzalez: usually this means that you don't have MNIST dataset.
Jonathan Masci (view profile).
Independence from NN Toolbox.
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MNIST library is exist and located in MNIST folder.
How can I improve this?
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The MCR remains very high.
However I have a question.
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The specified module could not be found.
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Default value 0 means running estimate of hessian.
Yan Li (view profile).
Compatible with any release.
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The source code is written in a pretty good style with extensive comments, which are really useful for such complex classes.
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If I tried to train the cnn using 60000 input, then the program would took fairly long time, about several hours to finish.
Please dowload and put the files into the MNIST folder.
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Each spectogram equivalent to 1 image has dimensions 13x500, where as each image in MNIST has dimensions 28x28.
Actually you can feed in any data not only images.
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But I get error.
It seems that they changed something in NN toolbox.
About second bug, the problem is in the error calculation.
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The library name used was 'nvcuda.
It already works in general.
JAR file and dropping it into your.
Contact your local office.
It means that file train_cnn.
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The package comes in two flavors, depending on what architecture type the system you want to install it on comes with.
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